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Predicting moisture content in kiln dried timbers using machine learning
The uniformity of final moisture content within a drying timber batch is crucial. Lack of such
uniformity leads to undesirable moisture ranges, thus producing large percentages of over …
uniformity leads to undesirable moisture ranges, thus producing large percentages of over …
Wood moisture monitoring and classification in kiln‐dried timber
Different mass timber structures require a specific range of wood moisture. Thus, moisture
monitoring is a crucial quality control task during timber drying that impacts the properties …
monitoring is a crucial quality control task during timber drying that impacts the properties …
The formation mechanism of microcracks and fracture morphology of wood during drying
Y Gao, Z Fu, F Fu, Y Zhou, X Gao, F Zhou - Drying Technology, 2023 - Taylor & Francis
The surface checks or internal cracks from drying could significantly affect the processing
and utilization of the wood. Therefore, it is of great significance to investigate the formation …
and utilization of the wood. Therefore, it is of great significance to investigate the formation …
Drying influence on the development of cracks in Eucalyptus logs
The aim of this study was to evaluate the effect of the moisture loss, diameter, and wood
density on the appearance of surface cracks and end splits in Eucalyptus urophylla logs …
density on the appearance of surface cracks and end splits in Eucalyptus urophylla logs …
[HTML][HTML] Influence of biomass type on its characteristics of convective heating and dehydration
GV Kuznetsov, NA Nigay, SV Syrodoy, NY Gutareva - Energy Reports, 2021 - Elsevier
The paper presents the results of experimental studies of the drying processes of forest
biomass, which is promising for energy purposes,-branches of various types of wood: birch …
biomass, which is promising for energy purposes,-branches of various types of wood: birch …
Application of near-infrared spectroscopy for evaluation of drying stress on lumber surface: A comparison of artificial neural networks and partial least squares …
K Watanabe, I Kobayashi, Y Matsushita, S Saito… - Drying …, 2014 - Taylor & Francis
This study aimed to examine the feasibility of evaluating the stress level at the surface of
lumber during drying using near-infrared (NIR) spectroscopy combined with artificial neural …
lumber during drying using near-infrared (NIR) spectroscopy combined with artificial neural …
Effects of reaction wood on the performance of wood and wood-based products
Compression wood in softwoods and tension wood in hardwoods have properties, which
adversely affect its usefulness for wood products. This chapter shows that reaction wood can …
adversely affect its usefulness for wood products. This chapter shows that reaction wood can …
Unidimensional simulation of drying stress in radiata pine wood
This article reports an experimental and numeric methodology for studying the development
of internal stresses during drying of solid wood. For validation purposes, tests were …
of internal stresses during drying of solid wood. For validation purposes, tests were …
Drying behavior of hardwood components (sapwood, heartwood, and bark) of red oak and yellow-poplar
This paper presents differences in the drying behavior of red oak and yellow-poplar
sapwood, heartwood, and bark and their relationship with selected physical characteristics …
sapwood, heartwood, and bark and their relationship with selected physical characteristics …
Identification of a rice drying model with an improved sequential optimal design of experiments
Getting relevant parameter estimation of a non-linear model is often a hard task from both an
experimental and numerical point of view. The objective of optimally designed experiments …
experimental and numerical point of view. The objective of optimally designed experiments …